CV

Education

B.S. of Electronic Information Technology, Macau University of Science and Technology, 2020
- Mentors: Associate Professor Liang, Yanyan
- GPA: 3.60/4.0
M.S. of Machine Learning, Data Science - Artificial Intelligence, Aalto University, 2022 (expected)
- Mentors: Assistant Professor Pekka Marttinen
- GPA: 4.67/5.0

Medical Coding, Biomedical Information, Multitask Learning, Active Learning, Medical Image Analysis, Protein Structure Prediction

Sun, Wei, et al. "Multitask Recalibrated Aggregation Network for Medical Code Prediction." arXiv preprint arXiv:2104.00952 (2021).

Sun, Wei, et al. "Multitask Balanced and Recalibrated Network for Medical Code Prediction." arXiv preprint arXiv:2109.02418 (2021).

Ji, Shaoxiong, et al. "A Unified Review of Deep Learning for Automated Medical Coding." arXiv preprint arXiv:2201.02797 (2022).

06 2021 - present: Research Assistant
- Location: HUS Helsinki University Hospital
- Duties included: Information Extraction from Clinical Text
- Employer: Miika Koskinen (Development Manager at HUS)

Multi-dimensional Perception and Modeling of Traffic Scence Based on Structural Relationship and Migration Learning
- Duration: 08 2019 – 06 2020
- Location: Macau Institute of Smart City
- Research content: We design a multitask facial alignment framework, which combines face detection task and facial landmarks prediction task. To get the face bounding boxes, the face detection branch finds center points of faces and then regresses to their sizes. Moreover, facial landmark prediction branch directly predict 68 landmark points for each face.
- Supervisor: Associate Professor Liang
Analysis and Application of Crowd Behavior Anomaly in Large-scale Urban Space
- Duration: 02 2019 – 08 2019
- Location: Macau Institute of Smart City
- Research content: We transform crowd motion into frequency domain to capture frequency distribution. Feature vectors could be obtained by directional information and frequency bands. We choose VGG16 as the backbone of classification of crowd density.
- Supervisor: Associate Professor Liang

First prize of China National College Students Mathematical Modeling Competition in Macao (China Industrial and Applied Mathematics Society) 2018
Dear’s List (Macau University of science and technology) 2018-2017
Dear’s List (Macau University of science and technology) 2017-2016